Task 2 - Bitcoin Price Prediction

Submitted by - Shivank Udayawal

Problem Statement :

Introduction :

Importing Libraries

Loading the Dataset

Summary of Data

Missing Values

Data Visualization

Sorting the Date

Transforming the Data - (to eliminate trend)

Smoothing by Rolling Average

Seasonality Adjustment by Differencing

Decomposing

Forecasting

Observations from the Plots.

AR Model

MA Model

ARIMA Combined Model

Searching ARIMA Parameters

Using Combined ARIMA Model to Predict and Forecast

Using MA Model to Predict and Forecast

More Alternative to Derive the Forecasting Performance